Sentence examples for a small set of features from inspiring English sources

The main goal is to choose a small set of features that are sufficiently informative while keeping the model simple and generalizable.

We show that a small set of features taken from the backscattering profile can be used to distinguish between several surfaces typical of those encountered by mobile robots with success rates approaching 100%.

However, from a beat histogram, which is loosely comparable to the tatum vector (both contain information about the periodicities), only a small set of features is extracted, only considering the two highest peaks and the sum of the histogram.

The first approach exploits a small set of features and a single mapping function, while the second approach utilizes a 88-dimensional feature space and multiple distortion-oriented mapping functions.

This is very much the bones of the 'check-in' aspects of Foursquare, writ bold and bright across a small set of features that centers around a chart that shows you how close your friends are to you right now on a scale from 'right here' at 500 feet to 'in the area' of 20 miles.

Lacking a large sample size, using feature selection methods to reduce the decision to a small set of features exacerbates this issue.

Compression is achieved by projecting the tasks' displays on a small set of feature maps.

Other methods reduce the complexity of density maps to a small set of feature points (so-called codebook vectors) that are meant to best reproduce the density map's gross features, such as its shape and mass distribution (Birmanns and Wriggers, 2007).

Our goal here, in feature selection is to obtain a smaller set of features that accurately represent the original set.

The process of choosing a smaller set of features from a larger set, either before applying a machine learning method or as part of training.

Moreover, the system provides a smaller set of features than ours.